Structured Pruning Algorithm with Adaptive Threshold Based on Gradient

The network model needs to be compressed to reduce the number of model parameters and calculational cost to ensure the operation of the Deep Neural Network(DNN) model on edge equipment and real-time analysis. However, most existing pruning algorithms are time-consuming, and the model compression rat...

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Bibliographic Details

Published in:	Jisuanji gongcheng
Main Author:	WANG Guodong, YE Jian, XIE Ying, QIAN Yueliang
Format:	Article
Language:	English
Published:	Editorial Office of Computer Engineering 2022-09-01
Subjects:	model compression|neural network|gradient information|adaptive threshold|structured pruning
Online Access:	https://www.ecice06.com/fileup/1000-3428/PDF/20220914.pdf